Strong assumptions about the robotic task setup and insufficient generalization abilities of trained models remain problems in data-driven robotics. Compared to some tasks in vision [1]}, [2]} or natural language [3]}, [4]}, the realization of pretrained models that work reasonably well off-the-shelf is still a challenge for robotics.
